Alberto Mino Calero
Publikasjoner
2026
-
Calero, Alberto Miño;
Salamanca, Luis;
Tatsis, Konstantinos E..
(2026)
Enhancing Physics-Informed Neural Networks with domain-aware Fourier features: Towards improved performance and interpretable results.
Computers & structures
Vitenskapelig artikkel
-
Mino Calero, Alberto;
Rasheed, Adil;
Lekkas, Anastasios M..
(2026)
Unveiling the limitations of transformer models in time series forecasting.
Progress in Artificial Intelligence
Vitenskapelig artikkel
2025
-
Mino Calero, Alberto;
Rasheed, Adil;
Lekkas, Anastasios M..
(2025)
ChronoSHAP: Revealing temporal patterns from transformers and LTSF-linear models in time series forecasting.
Knowledge-Based Systems
Vitenskapelig artikkel
2024
-
Mino Calero, Alberto;
Rasheed, Adil;
Lekkas, Anastasios M..
(2024)
An XAI Approach on the Capacity of Transformers to Learn Time Dependencies in Time Series Forecasting.
Vitenskapelig kapittel
2023
-
Haugstvedt, Emil Johannesen;
Mino Calero, Alberto;
Lundby, Erlend Torje Berg;
Rasheed, Adil;
Gravdahl, Jan Tommy.
(2023)
A Comparative Study of Sparsity Promoting Techniques in Neural Network for Modeling Non-Linear Dynamics.
IEEE Access
Vitenskapelig artikkel
Tidsskriftspublikasjoner
-
Calero, Alberto Miño;
Salamanca, Luis;
Tatsis, Konstantinos E..
(2026)
Enhancing Physics-Informed Neural Networks with domain-aware Fourier features: Towards improved performance and interpretable results.
Computers & structures
Vitenskapelig artikkel
-
Mino Calero, Alberto;
Rasheed, Adil;
Lekkas, Anastasios M..
(2026)
Unveiling the limitations of transformer models in time series forecasting.
Progress in Artificial Intelligence
Vitenskapelig artikkel
-
Mino Calero, Alberto;
Rasheed, Adil;
Lekkas, Anastasios M..
(2025)
ChronoSHAP: Revealing temporal patterns from transformers and LTSF-linear models in time series forecasting.
Knowledge-Based Systems
Vitenskapelig artikkel
-
Haugstvedt, Emil Johannesen;
Mino Calero, Alberto;
Lundby, Erlend Torje Berg;
Rasheed, Adil;
Gravdahl, Jan Tommy.
(2023)
A Comparative Study of Sparsity Promoting Techniques in Neural Network for Modeling Non-Linear Dynamics.
IEEE Access
Vitenskapelig artikkel
Del av bok/rapport
-
Mino Calero, Alberto;
Rasheed, Adil;
Lekkas, Anastasios M..
(2024)
An XAI Approach on the Capacity of Transformers to Learn Time Dependencies in Time Series Forecasting.
Vitenskapelig kapittel
Formidling
2024
-
KonferanseforedragMino Calero, Alberto. (2024) An XAI Approach on the Capacity of Transformers to Learn Time Dependencies in Time Series Forecasting. First International Conference on Systems Explainability